Abstract
The goal of this chapter is to give an elementary but comprehensive introduction to the theory of Hilbert spaces, where we wish to highlight the many-faceted interplay of their geometric and analytic properties. This culminates in the theorem of Riesz–Fréchet, which describes continuous linear forms in a Hilbert space. Important for us will be that this theorem can be interpreted as an existence and uniqueness result. A generalization known as the Lax–Milgram theorem, which we will give in Section 4.5, is at the heart of the solution theory of elliptic equations which we will present in Chapters 5, 6 and 7. For the reader who is principally interested in these equations, the part of the current chapter up to and including Section 4.5 provides sufficient background.
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Notes
- 1.
Sometimes the name Cauchy–Bunyakovsky–Schwarz inequality is used, after the Russian mathematician Viktor Yakovlevich Bunyakovsky (1804–1889).
- 2.
This appellation is somewhat misleading since (4.22) is not a proved inequality but rather an assumption.
References
Alt, H.W. Linear Functional Analysis. Springer-Verlag, London, 2016. An application-oriented introduction, Translated from the German edition by R. Nürnberg.
Rudin, W. Real and Complex Analysis. McGraw-Hill, 3rd edition, 1987.
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Arendt, W., Urban, K. (2023). Hilbert spaces. In: Partial Differential Equations. Graduate Texts in Mathematics, vol 294. Springer, Cham. https://doi.org/10.1007/978-3-031-13379-4_4
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DOI: https://doi.org/10.1007/978-3-031-13379-4_4
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